Real ChatGPT answer · index seedq9rnZJGQVO4completeRetail and ecommerce · apparel and shoesinformational

Which budget friendly winter coat styles provide the best wind and cold protection for someone commuting in extreme northern climates?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which budget friendly winter coat styles provide the best wind and cold protection for someone commuting in extreme northern climates?
1 real search · 1 real-search pass
best budget winter coats extreme cold windproof parka features insulation fill power waterproof shell 2026Google ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
best budget winter coats extreme cold windproof parka features insulation fill power waterproof shell 2026 Google ↗
  1. View coat · macys.com
  2. View coat · quince.com
  3. View coat · quince.com
  4. View coat · walmart.com
  5. View coat · backcountry.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best budget winter coats extreme cold windproof parka features insulation fill power waterproof shell 2026
OBSERVED
Google ↗
AI Mode ↗
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